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Evaluating State and Local Business Incentives Cailin Slattery, Columbia GSB Owen Zidar, Princeton & NBER Brookings Municipal Finance Conference July 14, 2020 Motivation State and local governments spend billions of dollars each year on


  1. Evaluating State and Local Business Incentives Cailin Slattery, Columbia GSB Owen Zidar, Princeton & NBER Brookings Municipal Finance Conference July 14, 2020

  2. Motivation • State and local governments spend billions of dollars each year on tax incentives and subsidies to attract and retain firms (Bartik, 2017, Slattery, 2019) • Incentive policies are highly controversial • Attracting industrial activity is key for local economic growth and prosperity • Others question incentive spending effectiveness and mounting costs • Evaluating these incentives requires overcoming three challenges 1. Data limitations: difficult to measure prevalence, size, and composition of incentives 2. Lack of transparency: hard to determine selection process 3. Do not observe how economic activity would have evolved in the absence of deals • New data on incentives enable us to make progress 1 / 18

  3. What we do in this paper 1. Characterize these incentive policies 2. Describe the selection process that determines which places give incentives and which firms receive incentives 3. Evaluate the economic consequences and discuss policy implications 2 / 18

  4. 1. The State and Local Business Incentives Landscape

  5. Three Business Tax Instruments 1. Lowering the corporate tax rate : Lowers tax bill for all C-corps, encouraging entry of new firms and expansion of existing firms 2. Narrowing the corporate tax base : Lower tax bill for set of firms, based on activity/industry. Encourages entry of new firms in that industry/increase in targeted activity 3. Offering firm-specific tax incentives : Offer one firm a subsidy for their commitment to locate in the jurisdiction and create a certain level of employment and investment 3 / 18

  6. States take different approaches Average AL CA NV NY PA SC TN WV Instrument 1: Corporate Tax Rate (%) 6.5 6.5 8.8 0 7.1 10 5 6.5 6.5 Corporate Tax Revenue Per Capita ($) 162 90 246 0 264 193 81 193 118 Instrument 2: Tax Credits per capita ($) 19 11 60 0 33 15 32 16 0 Econ Development per capita ($) 34 15 2 5 142 25 8 35 177 Instrument 3: Number of subsidies 14 15 13 4 20 3 16 12 4 Cost per job ($) 45,785 12,466 4,997 42,339 11,712 93,406 6,433 11,805 34,345 Incentives as a percent of Corp Tax Revenues (%) 38 29 25 N/A 66 20 49 26 150 4 / 18

  7. States take different approaches Average AL CA NV NY PA SC TN WV Instrument 1: Corporate Tax Rate (%) 6.5 6.5 8.8 0 7.1 10 5 6.5 6.5 Corporate Tax Revenue Per Capita ($) 162 90 246 0 264 193 81 193 118 Instrument 2: Tax Credits per capita ($) 19 11 60 0 33 15 32 16 0 Econ Development per capita ($) 34 15 2 5 142 25 8 35 177 Instrument 3: Number of subsidies 14 15 13 4 20 3 16 12 4 Cost per job ($) 45,785 12,466 4,997 42,339 11,712 93,406 6,433 11,805 34,345 Incentives as a percent of Corp Tax Revenues (%) 38 29 25 N/A 66 20 49 26 150 Today, I will focus on firm-specific tax incentives. 4 / 18

  8. Why offer a firm-specific tax incentive? 1. Attract a “high-benefit” firm 2. Can contract with firms on investment and hiring 3. Don’t have to lower revenue collected from all firms in the state 4. Target mobile firms, raising revenues more efficiently (Ramsey 1927) 5. Retain a valuable firm 5 / 18

  9. Why offer a firm-specific tax incentive? 1. Attract a “high-benefit” firm 2. Can contract with firms on investment and hiring 3. Don’t have to lower revenue collected from all firms in the state 4. Target mobile firms, raising revenues more efficiently (Ramsey 1927) 5. Retain a valuable firm Costs to using firm-specific tax incentives: 1. It is hard to pick winners 2. It is hard to know if firm is inframarginal 3. Lack of transparency leaves incentives exposed to political capture 4. Most distressed places may not be able to afford to compete 5. Providing generous incentives requires raising revenue from other taxes 5 / 18

  10. What do we mean by firm-specific incentive? 2008 Volkswagen Deal in Tennessee • VW chooses Chattanooga for new assembly plant • Promises 2,000 emp and $1B investment • TN grants VW a subsidy worth $558 million • Local property tax abatements over 30 years ($200M) • Enhanced state job and investment tax credits over 20 years ($200M) • Property given to VW ($81M) • Worker training ($30M) • Highway and road construction ($43M) + Rail line upgrades ($3.5M) • TN promises specialized tax credits for any neighboring suppliers • TN projected VW would have $100M in annual payroll, help create 14,000 total jobs, and have a total economic benefit of $600M per year 6 / 18

  11. Volkswagen location decision was “truly a very close competition” • Initially considered “more than 100 candidate sites” • Runner-up in Huntsville, AL, subsidy offer at least $386 million 7 / 18

  12. Volkswagen location decision was “truly a very close competition” • Initially considered “more than 100 candidate sites” • Runner-up in Huntsville, AL, subsidy offer at least $386 million Employment in Auto Manufacturing Diff Between Winner and Runner-up -2000 10000 8000 -4000 Employment in NAICS 336 Employment in NAICS 336 6000 -6000 3854 4000 workers 2000 -8000 0 -10000 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 Hamilton, TN Huntsville, AL 7 / 18

  13. 2. Data on State and Local Business Incentives

  14. Firm-Specific Incentives: Data Collection and Sources Subsidy Invest Jobs at Company Year Winner Runner-up ($M) Stake ($M) Hyundai 2002 Montgomery, AL Hardin, KY 234.6 2,000 1,000 Fidelity Investments 2006 Wake, NC Duval, FL 88.2 2,000 100 American Greetings 2011 Cuyahoga, OH Cook, IL 117.2 1,700 25 Procter & Gamble 2015 Berkeley, WV Franklin, PA 21.0 700 500 Sources: Subsidy Tracker Articles on Tax Expenditure State Budget + Site Selection Subsidy Deals Reports Documents Example Example Example Example 8 / 18

  15. Firm-Specific Incentives: Data Collection and Sources Subsidy Invest Jobs at Company Year Winner Runner-up ($M) Stake ($M) Hyundai 2002 Montgomery, AL Hardin, KY 234.6 2,000 1,000 Fidelity Investments 2006 Wake, NC Duval, FL 88.2 2,000 100 American Greetings 2011 Cuyahoga, OH Cook, IL 117.2 1,700 25 Procter & Gamble 2015 Berkeley, WV Franklin, PA 21.0 700 500 Sources: Subsidy Tracker Articles on Tax Expenditure State Budget + Site Selection Subsidy Deals Reports Documents Example Example Example Example 543 subsidies, average $178M, 1,500 jobs (2002-2017) 8 / 18

  16. Most subsidies go to manufacturing, technology, and high-skilled services # of Subsidy Jobs Cost Per Investment Deals ($ M) Promised Job ($) ($ M) Full sample 543 178.4 1,487 119,972 757.5 Automobile manuf. (3361) 56 293.6 2,768 106,057 854.8 Aerospace manuf. (3364) 31 585.8 2,734 214,237 534.5 Financial activities (5239) 25 92.3 2,652 34,809 286.8 Scientific R&D svc (5417) 22 113.7 518 219,259 185.0 Basic chemical manuf. (3251) 18 187.4 196 956,701 779.0 Notes: This table includes the mean deal characteristics (subsidy size, jobs, investment) for select industries. Dollars in 2017 USD. • Automobile manufacturing most popular, has largest expected multiplier • Policymakers target firms with large agglomeration effects ( high-benefit ) • 10 industries make up 47% of sample 9 / 18

  17. Subsidies go to large establishments, from large profitable firms Small establishments are less likely to receive discretionary subsidies: All Discretionary Subsidies (2002-2017) Jobs promised # Subsidies Estab Entry % Coverage 1 - 99 39 8,971,339 0.00 100 - 249 47 26,126 0.18 250 - 499 80 4,251 1.88 500 - 999 141 1,419 9.94 1000+ 236 639 36.93 10 / 18

  18. Subsidies go to large establishments, from large profitable firms Small establishments are less likely to receive discretionary subsidies: All Discretionary Subsidies (2002-2017) Jobs promised # Subsidies Estab Entry % Coverage 1 - 99 39 8,971,339 0.00 100 - 249 47 26,126 0.18 250 - 499 80 4,251 1.88 500 - 999 141 1,419 9.94 1000+ 236 639 36.93 Compared to publicly traded companies, subsidized firms are larger, more profitable: Subsidized Firms: All Compustat Subsidized Firms Year of Deal Mean Median Mean Median Mean Median Employees (1000s) 9.0 0.6 72.0 34.2 100.9 64.3 Capital Stock ($M) 1,514.4 28.2 12,098.3 3,004.6 18,865.2 7,720.1 Gross Profit ($M) 1,139.8 67.5 13,239.3 4,007.9 20,743.3 8,969.8 Market Value ($M) 2,997.1 189.5 45,988.1 13,305.6 76,582.2 27,924.0 Observations 107,219 2,470 313 10 / 18

  19. Low-wage locations provide more generous subsidies 1000 Cost per job (1000s 2017 USD, binned) 800 600 Albany, NY (2008) 400 Charleston, SC (2004) 200 Suffolk, MA (2016) 0 San Francisco, CA (2017) 40 60 80 100 120 Average Wages (1000s USD, binned) Notes: Average wages are measured in the year of the firm-specific deal. Triangles in plot are individual data points; circles are binned data. Best fit line estimates are taken from population-weighted linear regression of cost per job on average wages. Winning counties are richer than average 11 / 18

  20. 3. Effects of State and Local Business Incentives

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